def _construct_result_object(self, currentErrors, currentMeanError, oldErrors, oldMeanError): currentErrors = map(lambda x,y: [x,y], list(xrange(len(currentErrors))),currentErrors) currentMeanError = [[0, currentMeanError], [len(currentErrors)-1, currentMeanError]] oldErrors = map(lambda x,y: [x,y], list(xrange(len(oldErrors))),oldErrors) oldMeanError = [[0, oldMeanError], [len(oldErrors)-1, oldMeanError]] plotData = [] plotData.append(moduleUtilities.construct_single_plotdata(data=currentErrors, legend="currentErrors", subtype="lines")) plotData.append(moduleUtilities.construct_single_plotdata(data=currentMeanError, legend="currentMeanError", subtype="lines")) plotData.append(moduleUtilities.construct_single_plotdata(data=oldErrors, legend="oldErrors", subtype="lines")) plotData.append(moduleUtilities.construct_single_plotdata(data=oldMeanError, legend="oldMeanError", subtype="lines")) plotResult = [moduleUtilities.construct_plotresult(title="Peak errors", plotDatas=plotData, priority=1, x_label="Time", y_label="Weight (kg)")] return moduleUtilities.construct_results_object(plotResult)
def _construct_result_object(self, currentErrors, currentMeanError,
oldErrors, oldMeanError):
currentErrors = map(lambda x, y: [x, y],
list(xrange(len(currentErrors))), currentErrors)
currentMeanError = [[0, currentMeanError],
[len(currentErrors) - 1, currentMeanError]]
oldErrors = map(lambda x, y: [x, y], list(xrange(len(oldErrors))),
oldErrors)
oldMeanError = [[0, oldMeanError], [len(oldErrors) - 1, oldMeanError]]
plotData = []
plotData.append(
moduleUtilities.construct_single_plotdata(data=currentErrors,
legend="currentErrors",
subtype="lines"))
plotData.append(
moduleUtilities.construct_single_plotdata(
data=currentMeanError,
legend="currentMeanError",
subtype="lines"))
plotData.append(
moduleUtilities.construct_single_plotdata(data=oldErrors,
legend="oldErrors",
subtype="lines"))
plotData.append(
moduleUtilities.construct_single_plotdata(data=oldMeanError,
legend="oldMeanError",
subtype="lines"))
plotResult = [
moduleUtilities.construct_plotresult(title="Peak errors",
plotDatas=plotData,
priority=1,
x_label="Time",
y_label="Weight (kg)")
]
return moduleUtilities.construct_results_object(plotResult)
def analyse(self, username, configParams, dbHandler, logger):
logger.info("Starting analysis scatter... " + username)
varX = configParams[PARAM_DIAGRAM_X_AXIS_VARIABLE]
varY = configParams[PARAM_DIAGRAM_Y_AXIS_VARIABLE]
gender = configParams[PARAM_REHAB_SET_SELECTION_GENDER]
birthYear = configParams[PARAM_REHAB_SET_SELECTION_BIRTH_YEAR]
weight = configParams[PARAM_REHAB_SET_SELECTION_WEIGHT]
height = configParams[PARAM_REHAB_SET_SELECTION_HEIGHT]
progress = configParams[PARAM_REHAB_SET_SELECTION_PROGRESS]
condition = configParams[PARAM_REHAB_SET_SELECTION_CONDITION]
exercise = configParams[PARAM_REHAB_SET_SELECTION_EXERCISE]
duration = configParams[PARAM_REHAB_SET_SELECTION_DURATION]
birthYearMin = 1900
birthYearMax = 2015
if (birthYear != ""):
minusIndex = birthYear.find('-')
if (minusIndex != -1):
birthYearMin = int(birthYear[:minusIndex])
birthYearMax = int(birthYear[minusIndex + 1:])
else:
birthYearMin = int(birthYear)
birthYearMax = int(birthYear)
if (birthYearMin > birthYearMax):
tmp = birthYearMin
birthYearMin = birthYearMax
birthYearMax = tmp
weightMin = 0
weightMax = 200
if (weight != ""):
minusIndex = weight.find('-')
if (minusIndex != -1):
weightMin = int(weight[:minusIndex])
weightMax = int(weight[minusIndex + 1:])
else:
weightMin = int(weight)
weightMax = int(weight)
if (weightMin > weightMax):
tmp = weightMin
weightMin = weightMax
weightMax = tmp
heightMin = 0
heightMax = 250
if (height != ""):
minusIndex = height.find('-')
if (minusIndex != -1):
heightMin = int(height[:minusIndex])
heightMax = int(height[minusIndex + 1:])
else:
heightMin = int(height)
heightMax = int(height)
if (heightMin > heightMax):
tmp = heightMin
heightMin = heightMax
heightMax = tmp
progressMin = 0
progressMax = 100
if (progress != ""):
minusIndex = progress.find('-')
if (minusIndex != -1):
progressMin = int(progress[:minusIndex])
progressMax = int(progress[minusIndex + 1:])
else:
progressMin = int(progress)
progressMax = int(progress)
if (progressMin > progressMax):
tmp = progressMin
progressMin = progressMax
progressMax = tmp
durationMin = 0
durationMax = 10000
if (duration != ""):
minusIndex = duration.find('-')
if (minusIndex != -1):
durationMin = int(duration[:minusIndex])
durationMax = int(duration[minusIndex + 1:])
else:
durationMin = int(duration)
durationMax = int(duration)
if (durationMin > durationMax):
tmp = durationMin
durationMin = durationMax
durationMax = tmp
rehabSetResult = json.loads(
dbHandler.list_rehabilitationsets(username))
rehabSets = []
if rehabSetResult.get("status_code") == "200":
rehabSetArray = rehabSetResult.get("RehabilitationSets")
for rehabSet in rehabSetArray:
rehabSetId = rehabSet.get("rehabilitationSetID")
_rehabSet = self.createRehabSet(rehabSetId)
rehabSets.append(_rehabSet)
patientInfoID = rehabSet.get("patientInformationID")
patientInfoResult = json.loads(
dbHandler.get_patientinformation(username, patientInfoID))
if patientInfoResult.get("status_code") == "200":
patientInfoArray = patientInfoResult.get(
"PatientInformation")
for patientInfo in patientInfoArray:
_rehabSet['gender'] = patientInfo.get("gender")
_rehabSet['height'] = int(
patientInfo.get("bodyHeight"))
_rehabSet['weight'] = int(
patientInfo.get("bodyWeight"))
_rehabSet['birthYear'] = int(
patientInfo.get("birthYear"))
patientCondIDs = rehabSet.get("patientConditionIDs").split(";")
for patientCondID in patientCondIDs:
patientCondResult = json.loads(
dbHandler.get_patientcondition(username,
patientCondID))
if patientCondResult.get("status_code") == "200":
patientCondArray = patientCondResult.get(
"PatientCondition")
for patientCond in patientCondArray:
_rehabSet['condition'] = patientCond.get("label")
exerciseCount = 0
_rehabSet['nrOfExercises'] = 0
_rehabSet['progressIncr'] = 0
_rehabSet['duration'] = 0
exerciseResultIdsStr = rehabSet.get("exerciseResultIDs")
if (exerciseResultIdsStr != ""):
latestExerciseTime = 0
earliestProgress = 0
latestProgress = 0
earliestExerciseTime = 0
exerciseResultIdsArr = exerciseResultIdsStr.split(";")
_rehabSet['nrOfExercises'] = len(exerciseResultIdsArr)
for exerciseId in exerciseResultIdsArr:
exerciseResult = json.loads(
dbHandler.get_exerciseresult(username, exerciseId))
if exerciseResult.get("status_code") == "200":
exerciseDataArr = exerciseResult.get(
"ExerciseResult")
for exerciseData in exerciseDataArr:
_rehabSet['exercise'] = exerciseData.get(
"exerciseID")
started = exerciseData.get("started")
if 0 == latestExerciseTime or int(
started) > latestExerciseTime:
latestExerciseTime = int(started)
progress = exerciseData.get("progress")
if progress != None and progress != "":
latestProgress = int(progress)
_rehabSet['progress'] = int(progress)
if 0 == earliestExerciseTime or int(
started) < earliestExerciseTime:
earliestExerciseTime = int(started)
earliestProgress = int(
exerciseData.get("progress"))
_rehabSet['duration'] = (latestExerciseTime -
earliestExerciseTime) / (60 * 60 *
24)
_rehabSet['progressIncr'] = (latestProgress -
earliestProgress)
else:
logger.debug("ERROR - Couldn't get rehab set list!")
rehabSets = self.filterRange(rehabSets, 'birthYear', birthYearMin,
birthYearMax, logger)
rehabSets = self.filterRange(rehabSets, 'weight', weightMin, weightMax,
logger)
rehabSets = self.filterRange(rehabSets, 'height', heightMin, heightMax,
logger)
rehabSets = self.filterRange(rehabSets, 'progress', progressMin,
progressMax, logger)
rehabSets = self.filterRange(rehabSets, 'duration', durationMin,
durationMax, logger)
rehabSets = self.filterValue(rehabSets, 'gender', gender, logger)
rehabSets = self.filterValue(rehabSets, 'condition', condition, logger)
rehabSets = self.filterValue(rehabSets, 'exercise', exercise, logger)
variableData = []
for rehabSet in rehabSets:
data = []
data.append(self.getRehabSetAttribute(rehabSet, varX))
data.append(self.getRehabSetAttribute(rehabSet, varY))
data.append(rehabSet['id'] + "<br>" + str(rehabSet['gender']) +
"<br>" + str(rehabSet['birthYear']) + " / " +
str(rehabSet['weight']) + " kg / " +
str(rehabSet['height']) + " cm<br>" +
rehabSet['condition'] + "<br>" +
str(rehabSet['duration']) + " days / " +
str(rehabSet['nrOfExercises']) + " exercises<br>" +
str(rehabSet['progress']) + " / " +
str(rehabSet['progressIncr']) + " incr")
variableData.append(data)
plotData = []
plotData.append(
moduleUtilities.construct_single_plotdata(data=variableData,
legend="",
subtype="points"))
plotResult = [
moduleUtilities.construct_plotresult(title="",
plotDatas=plotData,
priority=1,
x_label=varX,
y_label=varY)
]
result = moduleUtilities.construct_results_object(plotResult)
return result
def analyse(self, username, configParams, dbHandler, logger):
logger.info("Starting analysis scatter... " + username)
varX = configParams[PARAM_DIAGRAM_X_AXIS_VARIABLE]
varY = configParams[PARAM_DIAGRAM_Y_AXIS_VARIABLE]
gender = configParams[PARAM_REHAB_SET_SELECTION_GENDER]
birthYear = configParams[PARAM_REHAB_SET_SELECTION_BIRTH_YEAR]
weight = configParams[PARAM_REHAB_SET_SELECTION_WEIGHT]
height = configParams[PARAM_REHAB_SET_SELECTION_HEIGHT]
progress = configParams[PARAM_REHAB_SET_SELECTION_PROGRESS]
condition = configParams[PARAM_REHAB_SET_SELECTION_CONDITION]
exercise = configParams[PARAM_REHAB_SET_SELECTION_EXERCISE]
duration = configParams[PARAM_REHAB_SET_SELECTION_DURATION]
birthYearMin = 1900;
birthYearMax = 2015;
if (birthYear != ""):
minusIndex = birthYear.find('-')
if (minusIndex != -1):
birthYearMin = int(birthYear[:minusIndex])
birthYearMax = int(birthYear[minusIndex+1:])
else:
birthYearMin = int(birthYear)
birthYearMax = int(birthYear)
if (birthYearMin > birthYearMax):
tmp = birthYearMin
birthYearMin = birthYearMax
birthYearMax = tmp
weightMin = 0;
weightMax = 200;
if (weight != ""):
minusIndex = weight.find('-')
if (minusIndex != -1):
weightMin = int(weight[:minusIndex])
weightMax = int(weight[minusIndex+1:])
else:
weightMin = int(weight)
weightMax = int(weight)
if (weightMin > weightMax):
tmp = weightMin
weightMin = weightMax
weightMax = tmp
heightMin = 0;
heightMax = 250;
if (height != ""):
minusIndex = height.find('-')
if (minusIndex != -1):
heightMin = int(height[:minusIndex])
heightMax = int(height[minusIndex+1:])
else:
heightMin = int(height)
heightMax = int(height)
if (heightMin > heightMax):
tmp = heightMin
heightMin = heightMax
heightMax = tmp
progressMin = 0;
progressMax = 100;
if (progress != ""):
minusIndex = progress.find('-')
if (minusIndex != -1):
progressMin = int(progress[:minusIndex])
progressMax = int(progress[minusIndex+1:])
else:
progressMin = int(progress)
progressMax = int(progress)
if (progressMin > progressMax):
tmp = progressMin
progressMin = progressMax
progressMax = tmp
durationMin = 0;
durationMax = 10000;
if (duration != ""):
minusIndex = duration.find('-')
if (minusIndex != -1):
durationMin = int(duration[:minusIndex])
durationMax = int(duration[minusIndex+1:])
else:
durationMin = int(duration)
durationMax = int(duration)
if (durationMin > durationMax):
tmp = durationMin
durationMin = durationMax
durationMax = tmp
rehabSetResult = json.loads(dbHandler.list_rehabilitationsets(username))
rehabSets = []
if rehabSetResult.get("status_code") == "200":
rehabSetArray = rehabSetResult.get("RehabilitationSets")
for rehabSet in rehabSetArray:
rehabSetId = rehabSet.get("rehabilitationSetID")
_rehabSet = self.createRehabSet(rehabSetId)
rehabSets.append(_rehabSet)
patientInfoID = rehabSet.get("patientInformationID")
patientInfoResult = json.loads(dbHandler.get_patientinformation(username, patientInfoID))
if patientInfoResult.get("status_code") == "200":
patientInfoArray = patientInfoResult.get("PatientInformation")
for patientInfo in patientInfoArray:
_rehabSet['gender'] = patientInfo.get("gender")
_rehabSet['height'] = int(patientInfo.get("bodyHeight"))
_rehabSet['weight'] = int(patientInfo.get("bodyWeight"))
_rehabSet['birthYear'] = int(patientInfo.get("birthYear"))
patientCondIDs = rehabSet.get("patientConditionIDs").split(";")
for patientCondID in patientCondIDs:
patientCondResult = json.loads(dbHandler.get_patientcondition(username, patientCondID))
if patientCondResult.get("status_code") == "200":
patientCondArray = patientCondResult.get("PatientCondition")
for patientCond in patientCondArray:
_rehabSet['condition'] = patientCond.get("label")
exerciseCount = 0
_rehabSet['nrOfExercises'] = 0
_rehabSet['progressIncr'] = 0
_rehabSet['duration'] = 0
exerciseResultIdsStr = rehabSet.get("exerciseResultIDs")
if (exerciseResultIdsStr != ""):
latestExerciseTime = 0
earliestProgress = 0;
latestProgress = 0;
earliestExerciseTime = 0
exerciseResultIdsArr = exerciseResultIdsStr.split(";")
_rehabSet['nrOfExercises'] = len(exerciseResultIdsArr)
for exerciseId in exerciseResultIdsArr:
exerciseResult = json.loads(dbHandler.get_exerciseresult(username, exerciseId))
if exerciseResult.get("status_code") == "200":
exerciseDataArr = exerciseResult.get("ExerciseResult")
for exerciseData in exerciseDataArr:
_rehabSet['exercise'] = exerciseData.get("exerciseID")
started = exerciseData.get("started")
if 0 == latestExerciseTime or int(started) > latestExerciseTime:
latestExerciseTime = int(started)
progress = exerciseData.get("progress")
if progress != None and progress != "":
latestProgress = int(progress)
_rehabSet['progress'] = int(progress)
if 0 == earliestExerciseTime or int(started) < earliestExerciseTime:
earliestExerciseTime = int(started)
earliestProgress = int(exerciseData.get("progress"))
_rehabSet['duration'] = (latestExerciseTime - earliestExerciseTime)/(60*60*24)
_rehabSet['progressIncr'] = (latestProgress - earliestProgress)
else:
logger.debug("ERROR - Couldn't get rehab set list!");
rehabSets = self.filterRange(rehabSets, 'birthYear', birthYearMin, birthYearMax, logger)
rehabSets = self.filterRange(rehabSets, 'weight', weightMin, weightMax, logger)
rehabSets = self.filterRange(rehabSets, 'height', heightMin, heightMax, logger)
rehabSets = self.filterRange(rehabSets, 'progress', progressMin, progressMax, logger)
rehabSets = self.filterRange(rehabSets, 'duration', durationMin, durationMax, logger)
rehabSets = self.filterValue(rehabSets, 'gender', gender, logger)
rehabSets = self.filterValue(rehabSets, 'condition', condition, logger)
rehabSets = self.filterValue(rehabSets, 'exercise', exercise, logger)
variableData = []
for rehabSet in rehabSets:
data = []
data.append(self.getRehabSetAttribute(rehabSet, varX))
data.append(self.getRehabSetAttribute(rehabSet, varY))
data.append(rehabSet['id'] + "<br>" + str(rehabSet['gender']) + "<br>" + str(rehabSet['birthYear']) + " / " + str(rehabSet['weight']) + " kg / " + str(rehabSet['height']) + " cm<br>" + rehabSet['condition'] + "<br>" + str(rehabSet['duration']) + " days / " + str(rehabSet['nrOfExercises']) + " exercises<br>" + str(rehabSet['progress']) + " / " + str(rehabSet['progressIncr']) + " incr")
variableData.append(data)
plotData = []
plotData.append(moduleUtilities.construct_single_plotdata(data=variableData, legend="", subtype="points"))
plotResult = [moduleUtilities.construct_plotresult(title="", plotDatas=plotData, priority=1, x_label=varX, y_label=varY)]
result = moduleUtilities.construct_results_object(plotResult)
return result
def analyse(self, username, configParams, dbHandler, logger):
logger.info("Starting group analysis ... " + username)
rehabSetId = configParams[PARAM_DIAGRAM_REHABLITATION_SET]
varY = configParams[PARAM_DIAGRAM_Y_AXIS_VARIABLE]
gender = configParams[PARAM_REHAB_SET_SELECTION_GENDER]
birthYear = configParams[PARAM_REHAB_SET_SELECTION_BIRTH_YEAR]
weight = configParams[PARAM_REHAB_SET_SELECTION_WEIGHT]
height = configParams[PARAM_REHAB_SET_SELECTION_HEIGHT]
condition = configParams[PARAM_REHAB_SET_SELECTION_CONDITION]
exercise = configParams[PARAM_REHAB_SET_SELECTION_EXERCISE]
duration = configParams[PARAM_REHAB_SET_SELECTION_DURATION]
progressStart = configParams[PARAM_REHAB_SET_SELECTION_START_PROGRESS]
birthYearMin = 1900
birthYearMax = 2015
if (birthYear != ""):
minusIndex = birthYear.find('-')
if (minusIndex != -1):
birthYearMin = int(birthYear[:minusIndex])
birthYearMax = int(birthYear[minusIndex + 1:])
else:
birthYearMin = int(birthYear)
birthYearMax = int(birthYear)
if (birthYearMin > birthYearMax):
tmp = birthYearMin
birthYearMin = birthYearMax
birthYearMax = tmp
weightMin = 0
weightMax = 200
if (weight != ""):
minusIndex = weight.find('-')
if (minusIndex != -1):
weightMin = int(weight[:minusIndex])
weightMax = int(weight[minusIndex + 1:])
else:
weightMin = int(weight)
weightMax = int(weight)
if (weightMin > weightMax):
tmp = weightMin
weightMin = weightMax
weightMax = tmp
heightMin = 0
heightMax = 250
if (height != ""):
minusIndex = height.find('-')
if (minusIndex != -1):
heightMin = int(height[:minusIndex])
heightMax = int(height[minusIndex + 1:])
else:
heightMin = int(height)
heightMax = int(height)
if (heightMin > heightMax):
tmp = heightMin
heightMin = heightMax
heightMax = tmp
progressStartMin = 0
progressStartMax = 100
if (progressStart != ""):
minusIndex = progressStart.find('-')
if (minusIndex != -1):
progressStartMin = int(progressStart[:minusIndex])
progressStartMax = int(progressStart[minusIndex + 1:])
else:
progressStartMin = int(progressStart)
progressStartMax = int(progressStart)
if (progressStartMin > progressStartMax):
tmp = progressStartMin
progressStartMin = progressStartMax
progressStartMax = tmp
rehabSetResult = json.loads(
dbHandler.list_rehabilitationsets(username))
rehabSetDatas = []
rehabsSetData = []
if rehabSetResult.get("status_code") == "200":
rehabSetArray = rehabSetResult.get("RehabilitationSets")
for rehabSet in rehabSetArray:
doFilter = True
patientInfoID = rehabSet.get("patientInformationID")
if rehabSetId == rehabSet.get("rehabilitationSetID"):
doFilter = False
patientInfoResult = json.loads(
dbHandler.get_patientinformation(username, patientInfoID))
rehabSetOk = True
progressStart = self.getRehabilitationProgressStart(
dbHandler, username, rehabSet)
if doFilter and True != self.filterRange(
progressStart, progressStartMin, progressStartMax,
logger):
continue
patientWeight = 0
if patientInfoResult.get("status_code") == "200":
patientInfoArray = patientInfoResult.get(
"PatientInformation")
for patientInfo in patientInfoArray:
if doFilter and True != self.filterRange(
int(patientInfo.get("birthYear")),
birthYearMin, birthYearMax, logger):
rehabSetOk = False
break
patientWeight = int(patientInfo.get("bodyWeight"))
if doFilter and True != self.filterRange(
patientWeight, weightMin, weightMax, logger):
rehabSetOk = False
break
if doFilter and True != self.filterRange(
int(patientInfo.get("bodyHeight")), heightMin,
heightMax, logger):
rehabSetOk = False
break
if doFilter and True != self.filterValue(
patientInfo.get("gender"), gender, logger):
rehabSetOk = False
break
if True != rehabSetOk:
continue
patientCondIDs = rehabSet.get("patientConditionIDs").split(";")
for patientCondID in patientCondIDs:
patientCondResult = json.loads(
dbHandler.get_patientcondition(username,
patientCondID))
if patientCondResult.get("status_code") == "200":
patientCondArray = patientCondResult.get(
"PatientCondition")
for patientCond in patientCondArray:
if doFilter and True != self.filterValue(
patientCond.get("label"), condition,
logger):
rehabSetOk = False
break
if True != rehabSetOk:
continue
data = self.gatherExerciseResultDatas(dbHandler, username,
rehabSet, varY)
if varY == VARIABLE_TARGET or varY == VARIABLE_PEAK_MEAN:
data = self.divideDataValues(data, patientWeight / 100.0,
logger)
if rehabSetId == rehabSet.get("rehabilitationSetID"):
rehabSetData = data
else:
rehabSetDatas.append(data)
else:
logger.debug("ERROR - Couldn't get rehab set list!")
meanData = []
exerciseNumber = 1
doContinue = True
while (doContinue):
valueTot = 0.0
rehabSetsTot = 0
for data in rehabSetDatas:
for tuple in data:
if tuple[0] == exerciseNumber:
valueTot = valueTot + tuple[1]
rehabSetsTot = rehabSetsTot + 1
break
if rehabSetsTot > 0:
valueMean = valueTot / rehabSetsTot
meanData.append(
[exerciseNumber, valueMean, "value=" + str(valueMean)])
else:
doContinue = False
exerciseNumber = exerciseNumber + 1
plotData = []
plotData.append(
moduleUtilities.construct_single_plotdata(
data=rehabSetData, legend="set", subtype="lines_and_points"))
plotData.append(
moduleUtilities.construct_single_plotdata(
data=meanData, legend="mean", subtype="lines_and_points"))
plotResult = [
moduleUtilities.construct_plotresult(title="",
plotDatas=plotData,
priority=1,
x_label="exercise",
y_label=varY)
]
result = moduleUtilities.construct_results_object(plotResult)
return result
def analyse(self, username, configParams, dbHandler, logger):
logger.info("Starting group analysis ... " + username)
rehabSetId = configParams[PARAM_DIAGRAM_REHABLITATION_SET]
varY = configParams[PARAM_DIAGRAM_Y_AXIS_VARIABLE]
gender = configParams[PARAM_REHAB_SET_SELECTION_GENDER]
birthYear = configParams[PARAM_REHAB_SET_SELECTION_BIRTH_YEAR]
weight = configParams[PARAM_REHAB_SET_SELECTION_WEIGHT]
height = configParams[PARAM_REHAB_SET_SELECTION_HEIGHT]
condition = configParams[PARAM_REHAB_SET_SELECTION_CONDITION]
exercise = configParams[PARAM_REHAB_SET_SELECTION_EXERCISE]
duration = configParams[PARAM_REHAB_SET_SELECTION_DURATION]
progressStart = configParams[PARAM_REHAB_SET_SELECTION_START_PROGRESS]
birthYearMin = 1900;
birthYearMax = 2015;
if (birthYear != ""):
minusIndex = birthYear.find('-')
if (minusIndex != -1):
birthYearMin = int(birthYear[:minusIndex])
birthYearMax = int(birthYear[minusIndex+1:])
else:
birthYearMin = int(birthYear)
birthYearMax = int(birthYear)
if (birthYearMin > birthYearMax):
tmp = birthYearMin
birthYearMin = birthYearMax
birthYearMax = tmp
weightMin = 0;
weightMax = 200;
if (weight != ""):
minusIndex = weight.find('-')
if (minusIndex != -1):
weightMin = int(weight[:minusIndex])
weightMax = int(weight[minusIndex+1:])
else:
weightMin = int(weight)
weightMax = int(weight)
if (weightMin > weightMax):
tmp = weightMin
weightMin = weightMax
weightMax = tmp
heightMin = 0;
heightMax = 250;
if (height != ""):
minusIndex = height.find('-')
if (minusIndex != -1):
heightMin = int(height[:minusIndex])
heightMax = int(height[minusIndex+1:])
else:
heightMin = int(height)
heightMax = int(height)
if (heightMin > heightMax):
tmp = heightMin
heightMin = heightMax
heightMax = tmp
progressStartMin = 0;
progressStartMax = 100;
if (progressStart != ""):
minusIndex = progressStart.find('-')
if (minusIndex != -1):
progressStartMin = int(progressStart[:minusIndex])
progressStartMax = int(progressStart[minusIndex+1:])
else:
progressStartMin = int(progressStart)
progressStartMax = int(progressStart)
if (progressStartMin > progressStartMax):
tmp = progressStartMin
progressStartMin = progressStartMax
progressStartMax = tmp
rehabSetResult = json.loads(dbHandler.list_rehabilitationsets(username))
rehabSetDatas = []
rehabsSetData = []
if rehabSetResult.get("status_code") == "200":
rehabSetArray = rehabSetResult.get("RehabilitationSets")
for rehabSet in rehabSetArray:
doFilter = True
patientInfoID = rehabSet.get("patientInformationID")
if rehabSetId == rehabSet.get("rehabilitationSetID"):
doFilter = False
patientInfoResult = json.loads(dbHandler.get_patientinformation(username, patientInfoID))
rehabSetOk = True
progressStart = self.getRehabilitationProgressStart(dbHandler, username, rehabSet)
if doFilter and True != self.filterRange(progressStart, progressStartMin, progressStartMax, logger):
continue
patientWeight = 0
if patientInfoResult.get("status_code") == "200":
patientInfoArray = patientInfoResult.get("PatientInformation")
for patientInfo in patientInfoArray:
if doFilter and True != self.filterRange(int(patientInfo.get("birthYear")), birthYearMin, birthYearMax, logger):
rehabSetOk = False
break
patientWeight = int(patientInfo.get("bodyWeight"))
if doFilter and True != self.filterRange(patientWeight, weightMin, weightMax, logger):
rehabSetOk = False
break
if doFilter and True != self.filterRange(int(patientInfo.get("bodyHeight")), heightMin, heightMax, logger):
rehabSetOk = False
break
if doFilter and True != self.filterValue(patientInfo.get("gender"), gender, logger):
rehabSetOk = False
break
if True != rehabSetOk:
continue
patientCondIDs = rehabSet.get("patientConditionIDs").split(";")
for patientCondID in patientCondIDs:
patientCondResult = json.loads(dbHandler.get_patientcondition(username, patientCondID))
if patientCondResult.get("status_code") == "200":
patientCondArray = patientCondResult.get("PatientCondition")
for patientCond in patientCondArray:
if doFilter and True != self.filterValue(patientCond.get("label"), condition, logger):
rehabSetOk = False
break
if True != rehabSetOk:
continue
data = self.gatherExerciseResultDatas(dbHandler, username, rehabSet, varY)
if varY == VARIABLE_TARGET or varY == VARIABLE_PEAK_MEAN:
data = self.divideDataValues(data, patientWeight/100.0, logger)
if rehabSetId == rehabSet.get("rehabilitationSetID"):
rehabSetData = data
else:
rehabSetDatas.append(data)
else:
logger.debug("ERROR - Couldn't get rehab set list!");
meanData = []
exerciseNumber = 1
doContinue = True
while (doContinue):
valueTot = 0.0
rehabSetsTot = 0
for data in rehabSetDatas:
for tuple in data:
if tuple[0] == exerciseNumber:
valueTot = valueTot + tuple[1]
rehabSetsTot = rehabSetsTot + 1
break
if rehabSetsTot > 0:
valueMean = valueTot/rehabSetsTot
meanData.append([exerciseNumber, valueMean, "value=" + str(valueMean)])
else:
doContinue = False
exerciseNumber = exerciseNumber + 1
plotData = []
plotData.append(moduleUtilities.construct_single_plotdata(data=rehabSetData, legend="set", subtype="lines_and_points"))
plotData.append(moduleUtilities.construct_single_plotdata(data=meanData, legend="mean", subtype="lines_and_points"))
plotResult = [moduleUtilities.construct_plotresult(title="", plotDatas=plotData, priority=1, x_label="exercise", y_label=varY)]
result = moduleUtilities.construct_results_object(plotResult)
return result
